Concepedia

Gui–Bo Ye

GY

9

Publications

614

Citations

9

H-Index

2007

Active since

Affiliations

University of California, Irvine(Current)

University of Iowa

Fudan University

National University of Singapore

City University of Hong Kong

Gui–Bo Ye is an author at University of California, Irvine specializing in engineering, machine learning, and data science.

Top concepts

EngineeringMachine LearningData ScienceData MiningInverse ProblemsKnowledge DiscoveryPattern RecognitionStatisticsText MiningBiostatistics

Publications per year

2007–2016

9

Publications

9

Data-driven tight frame construction and image denoising

Jian‐Feng Cai, Hui Ji, Zuowei Shen et al. · Applied and Computational Harmonic Analysis · 2013 · 256 citations

Split Bregman method for large scale fused Lasso

Gui–Bo Ye, Xiaohui Xie · Computational Statistics & Data Analysis · 2010 · 107 citations

Sparse Representation, Engineering, Machine Learning +5

Robust recovery of complex exponential signals from random Gaussian projections via low rank Hankel matrix reconstruction

Jian‐Feng Cai, Xiaobo Qu, Weiyu Xu et al. · Applied and Computational Harmonic Analysis · 2016 · 68 citations · Full text

Efficient variable selection in support vector machines via the alternating direction method of multipliers

Gui–Bo Ye, Yifei Chen, Xiaohui Xie · Rare & Special e-Zone (The Hong Kong University of Science and Technology) · 2011 · 52 citations

Learning and approximation by Gaussians on Riemannian manifolds

Gui–Bo Ye, Ding‐Xuan Zhou · Advances in Computational Mathematics · 2007 · 49 citations

Engineering, Machine Learning, Manifold Learning +3

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